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Han Zhao

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RLHF Workflow: From Reward Modeling to Online RLHF

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May 13, 2024
Hanze Dong, Wei Xiong, Bo Pang, Haoxiang Wang, Han Zhao, Yingbo Zhou, Nan Jiang, Doyen Sahoo, Caiming Xiong, Tong Zhang

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Differentially Private Post-Processing for Fair Regression

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May 07, 2024
Ruicheng Xian, Qiaobo Li, Gautam Kamath, Han Zhao

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Optimal Group Fair Classifiers from Linear Post-Processing

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May 07, 2024
Ruicheng Xian, Han Zhao

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S4: Self-Supervised Sensing Across the Spectrum

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May 02, 2024
Jayanth Shenoy, Xinjian Davis Zhang, Shlok Mehrotra, Bill Tao, Rem Yang, Han Zhao, Deepak Vasisht

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CQIL: Inference Latency Optimization with Concurrent Computation of Quasi-Independent Layers

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Apr 10, 2024
Longwei Zou, Qingyang Wang, Han Zhao, Jiangang Kong, Yi Yang, Yangdong Deng

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A Codesign of Scheduling and Parallelization for Large Model Training in Heterogeneous Clusters

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Mar 24, 2024
Chunyu Xue, Weihao Cui, Han Zhao, Quan Chen, Shulai Zhang, Pengyu Yang, Jing Yang, Shaobo Li, Minyi Guo

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Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference

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Mar 22, 2024
Han Zhao, Min Zhang, Wei Zhao, Pengxiang Ding, Siteng Huang, Donglin Wang

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GeRM: A Generalist Robotic Model with Mixture-of-experts for Quadruped Robot

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Mar 20, 2024
Wenxuan Song, Han Zhao, Pengxiang Ding, Can Cui, Shangke Lyu, Yaning Fan, Donglin Wang

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Is Mamba Effective for Time Series Forecasting?

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Mar 17, 2024
Zihan Wang, Fanheng Kong, Shi Feng, Ming Wang, Han Zhao, Daling Wang, Yifei Zhang

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Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

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Mar 06, 2024
Haoxiang Wang, Yong Lin, Wei Xiong, Rui Yang, Shizhe Diao, Shuang Qiu, Han Zhao, Tong Zhang

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